Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records. - Yikuan Li; Shishir Rao; Abdelaali Hassaïne; Rema Ramakrishnan; Yajie Zhu; Dexter Canoy; Gholamreza Salimi Khorshidi; Thomas Lukasiewicz; Kazem Rahimi (CoRR, 2020)

An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. - Shishir Rao; Yikuan Li; Rema Ramakrishnan; Abdelaali Hassaïne; Dexter Canoy; John G. F. Cleland; Thomas Lukasiewicz; Gholamreza Salimi Khorshidi; Kazem Rahimi (IEEE J. Biomed. Health Informatics, 2022)

Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records. - Shishir Rao; Mohammad Mamouei; Gholamreza Salimi-Khorshidi; Yikuan Li; Rema Ramakrishnan; Abdelaali Hassaïne; Dexter Canoy; Kazem Rahimi (IEEE Trans. Neural Networks Learn. Syst., 2024)